Tag: Machine learning
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Privacy, security, accuracy: How AI chatbots are handling your deepest data concerns
Posted on January 12, 2024, Level beginner Resource Length medium
ChatGPT is an amazing tool – millions of people are using it to do everything from writing essays and researching holidays to preparing workout programs and even creating apps. The potential of generative AI feels endless. By Niamh O'Connor.
Tags ai machine-learning app-development bots
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TOPS AI vs. real world performance
Posted on January 10, 2024, Level beginner Resource Length short
Burgeoning machine learning and AI emerging use cases promise to create significant value for industries via accelerated information processing and increased accuracy of decision-making. But machine learning models are compute-intensive, demand high-frequency, and real-time AI analysis scenarios, which has led enterprises to lean on performance guidance using the metric Trillions of Operations Per Second (TOPS). TOPS captures "how many mathematical operations can an accelerator deliver in one second?" to compare and identify the best accelerator for a given inference task. By Rehan Hameed.
Tags ai how-to machine-learning big-data performance
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Four AI trends small businesses should watch in 2024 and beyond
Posted on December 29, 2023, Level beginner Resource Length short
Until recently, the applications of artificial intelligence have remained in the hands of scientists, engineers and big business. But for the first time in history, anyone with an internet connection and keyboard can harness this technology. AI-powered tools – like OpenAI's ChatGPT – have well and truly captured the public's attention. By Alex von Schirmeister.
Tags miscellaneous cio ai big-data machine-learning
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Best Single Board Computer (SBC) for education
Posted on December 24, 2023, Level beginner Resource Length medium
Single-board computers (SBCs) can be a powerful tool for education. Here are some of the things that SBCs can do for education. SBCs can promote various subjects and topics for educators. SBCs can be a powerful tool for education, helping to equip students with the skills and knowledge they need to succeed in the 21st century, such as collaborative learning, creativity and innovation, technical skills, etc. By DFRobot.
Tags robotics ai data-science learning machine-learning
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How did the invention of the microprocessor change the course of computing history?
Posted on December 23, 2023, Level beginner Resource Length medium
From the humble beginnings of a single microchip, the microprocessor emerged as a catalyst for technological advancement and a key driver of computing evolution. Its invention marked a turning point in the history of computing, igniting a revolution that continues to shape our digital world today. By Marcin Wieclaw.
Tags robotics ai performance miscellaneous machine-learning
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The current state of quantum computing in 2023
Posted on December 22, 2023, Level beginner Resource Length long
In June 2023 an IBM computing executive claimed quantum computers were entering the "utility" phase, in which high-tech experimental devices become useful. In September, Australia's Chief Scientist Cathy Foley went so far as to declare "the dawn of the quantum era". Obviously, quantum computers are having a moment. But – to step back a little – what exactly are they? By Christopher Ferrie.
Tags robotics ai open-source frameworks machine-learning
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AI for programmers
Posted on November 30, 2023, Level beginner Resource Length long
With the growing discussions about the integration of artificial intelligence (AI) into software development via tools like ChatGPT and Github Copilot, author has explored these AI-driven coding aids for some time. Initially, he engaged with Tabnine, a tool similar in function to Github Copilot, albeit a paid service, and his initial experiences were less than satisfactory. Subsequently, author approached AI-based products from other companies with a certain degree of skepticism. By Michał Szulczewski.
Tags ai scala how-to machine-learning app-development learning programming
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MLOps and the evolution of data science
Posted on September 27, 2023, Level beginner Resource Length long
The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of how our world works—and help create better and "smarter" products. By IBM Data and AI Team.
Tags cio machine-learning app-development big-data
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Report explores quantum computing in particle physics
Posted on August 23, 2023, Level beginner Resource Length short
Researchers from CERN, DESY, IBM Quantum and more than 30 other organisations have published a white paper identifying activities in particle physics that could benefit from quantum-computing technologies. By Kristiane Bernhard-Novotny.
Tags big-data machine-learning cio fintech infosec miscellaneous
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Everything you have to know about IoT expansion
Posted on July 25, 2023, Level beginner Resource Length short
Raspberry Pi are often the gateway device for developers first getting into tinkering with an IoT project. These single-board computers are relatively inexpensive, easy to get started with, and compatible with a variety of different sensors. By Andrew Black.
Tags iot miscellaneous robotics devops app-development machine-learning
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AI-fueled productivity: Generative AI opens new era of efficiency across industries
Posted on July 13, 2023, Level beginner Resource Length medium
Businesses that previously dabbled in AI are now rushing to adopt and deploy the latest applications. Generative AI - the ability of algorithms to create new text, images, sounds, animations, 3D models and even computer code — is moving at warp speed, transforming the way people work and play. By Cliff Edwards.
Tags big-data ai how-to machine-learning
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Qubit quest takes a topological turn
Posted on July 3, 2023, Level beginner Resource Length medium
Google and Quantinuum bring a new, promising particle into the quantum computer road map. Two teams of researchers have used topology, a centuries-old field of mathematics, and a new kind of "quasiparticle" to come up with an error-correction technique for quantum computers that could leave others developed to date in the bin. By Margo Anderson.
Tags miscellaneous performance machine-learning data-science big-data